conftrace_

optimization algorithm

148 papers

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Co-occurring keywords

convex optimization (1321) gradient descent (1144) coordinate descent (147) convergence rate (607) stochastic gradient descent (1091) stochastic optimization (1060) combinatorial optimization (1039) support vector machine (978) sparse optimization (246) neural network optimization (1293)

Papers

Fast Sparse Group Lasso NIPS 2019
Beyond Gradient Descent for Regularized Segmentation Losses CVPR 2019
Progressive-X: Efficient, Anytime, Multi-Model Fitting Algorithm ICCV 2019
Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns AAAI 2019
Using Benson’s Algorithm for Regularization Parameter Tracking AAAI 2019
muSSP: Efficient Min-cost Flow Algorithm for Multi-object Tracking NIPS 2019
Constraint Solving and Optimization Using Evolutionary Techniques IJCAI 2019
RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering IJCAI 2019
Spectral Reconstruction From Dispersive Blur: A Novel Light Efficient Spectral Imager CVPR 2019
Nostalgic Adam: Weighting More of the Past Gradients When Designing the Adaptive Learning Rate IJCAI 2019
Clairvoyant Restarts in Branch-and-Bound Search Using Online Tree-Size Estimation AAAI 2019
Dimensionality Reduction for Tukey Regression ICML 2019
Accelerating Greedy Coordinate Descent Methods ICML 2018
An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method ICML 2018
A Constructive Approach to $L_0$ Penalized Regression JMLR 2018
Adversarial Task Assignment IJCAI 2018
A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization IJCAI 2018
New Balanced Active Learning Model and Optimization Algorithm IJCAI 2018
Differential Equations for Modeling Asynchronous Algorithms IJCAI 2018
Faster Training Algorithms for Structured Sparsity-Inducing Norm IJCAI 2018
SGDLibrary: A MATLAB library for stochastic optimization algorithms JMLR 2018
Comparing Constraints for Taxonomic Organization NAACL 2018
The Physical Systems Behind Optimization Algorithms NIPS 2018
Local and Global Optimization Techniques in Graph-Based Clustering CVPR 2018
Efficient Optimization for Rank-Based Loss Functions CVPR 2018